Causal Inference with Observational Data: Common Designs and Statistical Methods

9-hour Course at the Summer Institute in Statistics for Clinical & Epidemiological Research (SISCER), University of Washington

Causal Inference (Part III, Michaelmas 2021)

16-lecture course on causal inference, the statistical science of drawing causal conclusions from experimental and non-experimental data.

Statistical Modelling (Part II, Michaelmas 2021)

24-lecture undergraduate course on linear models, exponential families, and generalised linear models.